Can off-the-shelf VAEs reconstruct 1024×1024 sprite sheets with 100% accuracy?

Can off-the-shelf VAEs reconstruct 1024×1024 sprite sheets with 100% accuracy? Short answer is a NO, because VAEs are meant to be lossful compressors. It is trivial to make truly loss-less compressor but resulting compression won’t be that good. Toda...